10 citations · 11 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models
Fenghua Ling, Lin Ouyang, Boufeniza Redouane Larbi +4
The rapid advancement of artificial intelligence technologies, particularly in recent years, has led to the emergence of several large parameter artificial intelligence weather for…
physics.ao-ph2023
Machine Learning Parameterization of the Multi-scale Kain-Fritsch (MSKF) Convection Scheme
Xiaohui Zhong, Xing Yu, Hao Li
Warm-sector heavy rainfall often occurs along the coast of South China, and it is usually localized and long-lasting, making it challenging to predict. High-resolution numerical we…
cs.LG2023★ 10 cited
FuXi-Extreme: Improving extreme rainfall and wind forecasts with diffusion model
Xiaohui Zhong, Lei Chen, Jun Liu +3
Significant advancements in the development of machine learning (ML) models for weather forecasting have produced remarkable results. State-of-the-art ML-based weather forecast mod…